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CORR
2007
Springer
167views Education» more  CORR 2007»
14 years 14 days ago
Optimal Solutions for Sparse Principal Component Analysis
Given a sample covariance matrix, we examine the problem of maximizing the variance explained by a linear combination of the input variables while constraining the number of nonze...
Alexandre d'Aspremont, Francis R. Bach, Laurent El...
CORR
2007
Springer
128views Education» more  CORR 2007»
14 years 14 days ago
Model Selection Through Sparse Maximum Likelihood Estimation
We consider the problem of estimating the parameters of a Gaussian or binary distribution in such a way that the resulting undirected graphical model is sparse. Our approach is to...
Onureena Banerjee, Laurent El Ghaoui, Alexandre d'...
CORR
2007
Springer
198views Education» more  CORR 2007»
14 years 14 days ago
Clustering and Feature Selection using Sparse Principal Component Analysis
In this paper, we study the application of sparse principal component analysis (PCA) to clustering and feature selection problems. Sparse PCA seeks sparse factors, or linear combi...
Ronny Luss, Alexandre d'Aspremont
CORR
2007
Springer
131views Education» more  CORR 2007»
14 years 14 days ago
How to use the Scuba Diving metaphor to solve problem with neutrality ?
Abstract. We proposed a new search heuristic using the scuba diving metaphor. This approach is based on the concept of evolvability and tends to exploit neutrality which exists in ...
Philippe Collard, Sébastien Vérel, M...
CORR
2007
Springer
126views Education» more  CORR 2007»
14 years 14 days ago
Dial a Ride from k-forest
The k-forest problem is a common generalization of both the k-MST and the dense-k-subgraph problems. Formally, given a metric space on n vertices V , with m demand pairs ⊆ V × ...
Anupam Gupta, MohammadTaghi Hajiaghayi, Viswanath ...
CORR
2007
Springer
108views Education» more  CORR 2007»
14 years 14 days ago
Scuba Search : when selection meets innovation
— We proposed a new search heuristic using the scuba diving metaphor. This approach is based on the concept of evolvability and tends to exploit neutrality in fitness landscape....
Sébastien Vérel, Philippe Collard, M...
CORR
2007
Springer
101views Education» more  CORR 2007»
14 years 14 days ago
Unfolding Orthogonal Terrains
It is shown that every orthogonal terrain, i.e., an orthogonal (rightangled) polyhedron based on a rectangle that meets every vertical line in a segment, has a grid unfolding: its...
Joseph O'Rourke
CORR
2007
Springer
148views Education» more  CORR 2007»
14 years 14 days ago
Blind Estimation of Multiple Carrier Frequency Offsets
Multiple carrier-frequency offsets (CFO) arise in a distributed antenna system, where data are transmitted simultaneously from multiple antennas. In such systems the received sign...
Yuanning Yu, Athina P. Petropulu, H. Vincent Poor,...
CORR
2007
Springer
93views Education» more  CORR 2007»
14 years 14 days ago
Performance Analysis of Publish/Subscribe Systems
Heithem Abbes, Christophe Cérin, Jean-Chris...
CORR
2007
Springer
117views Education» more  CORR 2007»
14 years 14 days ago
A Note on Pricing Options on Defaultable Stocks
In this note, we show that simple models that explicitly accounts for the market participants’ fear that the stock prices will plunge, is capable of explaining the implied volat...
Erhan Bayraktar